Yeah I work in finance too and it's a mixed bag. The stuff I work on right now has a very high focus on correctness and stability which is nice.

But I've also seen productionized jupyter notebooks written by just out of school data scientists and 1000 lines long SQL queries that encoded important business logic and weren't version controlled.